| Challenge: | Existing work on possession existence targets possession existence, but there is complementary information that can be extracted. |
| Approach: | They propose to use corpora to annotate possession existence and experimental results to determine possession duration and co-possessions. |
| Outcome: | The proposed annotations show that text is more useful than the image for solving these tasks. |
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Mining Possessions: Existence, Type and Temporal Anchors (N18-1)
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| Challenge: | Existing annotations for possession relations can be used to predict possession existence, possession type and temporal anchors. |
| Approach: | They propose to use text annotations to mine possession relations from text . they assign temporal anchors indicating when possession holds between possessor and possessee . |
| Outcome: | The proposed task can predict possession existence, possession type and temporal anchors, and it can be automated. |
Possessors Change Over Time: A Case Study with Artworks (D18-1)
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| Challenge: | Existing methods to extract possession relations from Wikipedia articles can be used to extract possessors over time. |
| Approach: | They propose to extract possession relations from Wikipedia articles and temporal information indicating when these relations are true. |
| Outcome: | The proposed annotation scheme yields many possessors over time for a given artwork, and an LSTM ensemble can automate the task. |
WikiPossessions: Possession Timeline Generation as an Evaluation Benchmark for Machine Reading Comprehension of Long Texts (2020.lrec-1)
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| Challenge: | a new corpus of articles is created for the task of temporally-oriented possession . the task is open-domain and can be used to track possession in other texts . |
| Approach: | They propose a new corpus for the task of temporally-oriented possession . they annotate Wikipedia articles for 90 different well-known artifacts . |
| Outcome: | The proposed task is based on annotated Wikipedia articles for 90 artifacts, including paintings, diamonds, and archaeological artifos. |
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) (2022.aacl-main)
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| Challenge: | . - (EN) |
| Approach: | . - (EN) |
| Outcome: | . - (EN) |
Transactions of the Association for Computational Linguistics, Volume 8 (2020.tacl-1)
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| Challenge: | null |
| Approach: | null |
| Outcome: | null |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) (2024.acl-short)
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| Challenge: | . - (EN) |
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Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts) (2025.acl-tutorials)
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| Challenge: | ACL 2025 tutorial sessions are a cornerstone event of the conference . 76 tutorial submissions were received this year, many of which were very engaging . |
| Approach: | 76 tutorial submissions were received this year for the tutorial session at ACL 2025 . the tutorials are designed to equip you with the latest insights, tools, and methodologies . |
| Outcome: | the tutorial sessions at ACL 2025 will be held in london on november 8 . the conference received 76 tutorial submissions this year . |
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 6: Tutorial Abstracts) (2023.acl-tutorials)
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| Challenge: | ACL 2023 tutorials are organized to give conference attendees a comprehensive introduction by expert researchers to some topics of importance drawn from our rapidly growing and changing research field. |
| Approach: | ACL 2023 tutorials session is organized to give conference attendees a comprehensive introduction by experts in the field. 42 tutorial submissions were received, of which 6 were selected for presentation at ACL. |
| Outcome: | ACL 2023 tutorials are organized to give conference attendees a comprehensive introduction . the review committee includes the EACL tutorial chairs and the ACL tutorial chair . |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts) (2024.acl-tutorials)
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| Challenge: | ACL tutorial session is a highlight of the conference . it aims to provide attendees with a thorough introduction to key topics in our fast-evolving research field . |
| Approach: | the ACL tutorial session is a highlight of the conference . it aims to provide attendees with a thorough introduction to key topics in the field . |
| Outcome: | the ACL tutorial session is a highlight of the conference . the review process involved multiple conferences and three reviewers . |
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts) (2026.acl-tutorials)
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| Challenge: | 61 submissions were received for the tutorials at ACL 2026 . |
| Approach: | 61 tutorials were submitted for the joint call for proposals with EACL . the call for submissions was a highly competitive selection process . |
| Outcome: | 61 submissions were received for the tutorial session at the conference this year . the tutorials cover a range of topics that have moved to the forefront of NLP research in 2026 . |